2 papers
cs.SE2024
CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs
Alex Mathai, Kranthi Sedamaki, Debeshee Das +4
Machine Learning (ML) for software engineering (SE) has gained prominence due to its ability to significantly enhance the performance of various SE applications. This progress is l…
cs.SE2023
COMEX: A Tool for Generating Customized Source Code Representations
Debeshee Das, Noble Saji Mathews, Alex Mathai +4
Learning effective representations of source code is critical for any Machine Learning for Software Engineering (ML4SE) system. Inspired by natural language processing, large langu…